The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Predictive Analytics
England / London
Rank 503 521 559
Rank change year-on-year
+18 +38
Permanent jobs citing Predictive Analytics 76 122 88
As % of all permanent IT jobs located in London 0.23% 0.30% 0.21%
As % of the Processes & Methodologies category 0.25% 0.33% 0.24%
Number of salaries quoted 50 111 77
Median salary £72,500 £72,500 £65,000
Median salary % change year-on-year
- +11.53%
90% offered a salary of more than £50,000 £45,000 £38,000
10% offered a salary of more than £92,750 £105,000 £85,000
UK excluding London median salary £57,500 £56,250 £47,500
% change year-on-year
+2.22% +18.42%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
30048 36807 35921
As % of all permanent IT jobs located in London 89.94% 89.24% 87.07%
Number of salaries quoted 25220 31455 30125
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £39,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 22 February 2017.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 22 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +25 6 £67,500 -11.47% 3
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 22 February 2017, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 177 (100.00%) Analytics
2 120 (67.80%) Big Data
3 97 (54.80%) Machine Learning
4 94 (53.11%) Business Intelligence
5 73 (41.24%) Python
6 64 (36.16%) R
7 59 (33.33%) Finance
8 57 (32.20%) Agile Software Development
9 50 (28.25%) Java
9 50 (28.25%) Analytical Skills
10 48 (27.12%) Degree
11 46 (25.99%) Data Warehouse
12 44 (24.86%) Performance Management
13 43 (24.29%) Microsoft Azure
14 42 (23.73%) Power BI
15 41 (23.16%) C#
15 41 (23.16%) Microsoft
16 40 (22.60%) Tableau
17 39 (22.03%) Hadoop
18 37 (20.90%) Retail
18 37 (20.90%) SQL
19 36 (20.34%) Visualisation
20 34 (19.21%) Software Engineering
20 34 (19.21%) ETL
21 33 (18.64%) MS Excel
22 29 (16.38%) Algorithms
22 29 (16.38%) Apache Spark
22 29 (16.38%) SQL Server Reporting Services
22 29 (16.38%) SQL Server Integration Services
23 28 (15.82%) SQL Server Analysis Services

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 29 (16.38%) Apache Spark
2 16 (9.04%) SAS
3 12 (6.78%) Apache
4 11 (6.21%) SharePoint
5 7 (3.95%) Apache Pig
6 3 (1.69%) Apache Solr
6 3 (1.69%) ArcGIS
7 1 (0.56%) Confluence
7 1 (0.56%) Elasticsearch
Applications
1 33 (18.64%) MS Excel
2 17 (9.60%) SPSS
3 16 (9.04%) MS PowerPoint
4 8 (4.52%) MS Office
Business Applications
1 8 (4.52%) Hyperion Enterprise
2 3 (1.69%) HFM
2 3 (1.69%) Hyperion Planning
3 2 (1.13%) Oracle HRMS
3 2 (1.13%) SAP Oil and Gas
Cloud Services
1 43 (24.29%) Microsoft Azure
2 19 (10.73%) Cloud Computing
3 18 (10.17%) Amazon AWS
4 12 (6.78%) Google Cloud Platform
5 11 (6.21%) PaaS
6 9 (5.08%) Data Lake Analytics
7 7 (3.95%) Azure Machine Learning
8 2 (1.13%) Amazon EC2
8 2 (1.13%) Amazon Kinesis
8 2 (1.13%) Amazon S3
8 2 (1.13%) Google Analytics
8 2 (1.13%) IaaS
8 2 (1.13%) Taleo
9 1 (0.56%) Amazon EMR
Communications & Networking
1 2 (1.13%) ATM
1 2 (1.13%) HTTP
2 1 (0.56%) LAN
2 1 (0.56%) TCP/IP
2 1 (0.56%) WAN
Database & Business Intelligence
1 120 (67.80%) Big Data
2 46 (25.99%) Data Warehouse
3 42 (23.73%) Power BI
4 39 (22.03%) Hadoop
5 29 (16.38%) SQL Server Integration Services
5 29 (16.38%) SQL Server Reporting Services
6 28 (15.82%) SQL Server Analysis Services
7 26 (14.69%) QlikView
7 26 (14.69%) SQL Server
8 21 (11.86%) HDInsight
9 20 (11.30%) NoSQL
10 19 (10.73%) Data Mining
11 15 (8.47%) SQL Server 2016
12 14 (7.91%) Apache Hive
13 13 (7.34%) RDBMS
13 13 (7.34%) Relational Database
14 12 (6.78%) Data Lake
15 11 (6.21%) Blockchain
15 11 (6.21%) Neo4j
16 10 (5.65%) SQL Server 2012
Development Applications
1 10 (5.65%) Visual Studio
2 8 (4.52%) Git (software)
3 5 (2.82%) ERwin
3 5 (2.82%) JIRA
4 4 (2.26%) Subversion
5 3 (1.69%) Apache Continuum
6 2 (1.13%) Jenkins
General
1 59 (33.33%) Finance
2 37 (20.90%) Retail
3 26 (14.69%) Marketing
4 13 (7.34%) Banking
5 11 (6.21%) Telecoms
6 7 (3.95%) Games
7 6 (3.39%) Investment Banking
8 5 (2.82%) Manufacturing
9 2 (1.13%) Electronics
9 2 (1.13%) Financial Institution
9 2 (1.13%) Front Office
10 1 (0.56%) Advertising
Job Titles
1 31 (17.51%) Consultant
1 31 (17.51%) Data Scientist
2 29 (16.38%) Analyst
3 25 (14.12%) Developer
4 17 (9.60%) Analytics Manager
5 13 (7.34%) Software Engineer
6 12 (6.78%) Business Analyst
6 12 (6.78%) Senior Data Scientist
6 12 (6.78%) Senior Software Engineer
7 11 (6.21%) Microsoft Developer
8 10 (5.65%) Architect
9 9 (5.08%) Business Intelligence Analyst
10 8 (4.52%) Business Intelligence Developer
10 8 (4.52%) Data Analytics Manager
10 8 (4.52%) Data Architect
10 8 (4.52%) Microsoft BI Developer
10 8 (4.52%) Test Consultant
11 7 (3.95%) Analytics Consultant
11 7 (3.95%) Business Developer
11 7 (3.95%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 26 (14.69%) .NET
2 14 (7.91%) CSS
2 14 (7.91%) HTML
3 12 (6.78%) Natural Language Processing
4 11 (6.21%) Apache Flex
4 11 (6.21%) REST
5 4 (2.26%) ASP.NET
5 4 (2.26%) ASP.NET MVC
5 4 (2.26%) ASP.NET MVC 4
6 3 (1.69%) Flask
6 3 (1.69%) Kafka
6 3 (1.69%) Node.js
6 3 (1.69%) Tapestry
6 3 (1.69%) XML
7 2 (1.13%) D3.js
7 2 (1.13%) Django
7 2 (1.13%) JMS
7 2 (1.13%) RESTful
7 2 (1.13%) SparkR
7 2 (1.13%) XSL
Miscellaneous
1 50 (28.25%) Analytical Skills
2 29 (16.38%) Algorithms
3 26 (14.69%) Computer Science
4 12 (6.78%) Management Information System
5 11 (6.21%) User Experience
6 8 (4.52%) Social Media
7 7 (3.95%) Fintech
7 7 (3.95%) Mobile App
8 4 (2.26%) Credit Risk
8 4 (2.26%) Social Network
9 3 (1.69%) PMI
10 2 (1.13%) Data Structures
10 2 (1.13%) Hedge funds
10 2 (1.13%) Online Games
11 1 (0.56%) FMCG
11 1 (0.56%) Life Science
11 1 (0.56%) Linked Data
Operating Systems
1 20 (11.30%) Linux
2 13 (7.34%) Windows
3 2 (1.13%) CentOS
3 2 (1.13%) Red Hat Enterprise Linux
3 2 (1.13%) Unix
Processes & Methodologies
1 177 (100.00%) Analytics
2 97 (54.80%) Machine Learning
3 94 (53.11%) Business Intelligence
4 57 (32.20%) Agile Software Development
5 44 (24.86%) Performance Management
6 36 (20.34%) Visualisation
7 34 (19.21%) ETL
7 34 (19.21%) Software Engineering
8 27 (15.25%) Business Analytics
9 26 (14.69%) Mathematics
10 25 (14.12%) Data Visualisation
11 23 (12.99%) Data Analysis
11 23 (12.99%) Stakeholder Management
12 22 (12.43%) Data Analytics
12 22 (12.43%) Statistics
13 21 (11.86%) Presales
14 18 (10.17%) Data Management
15 17 (9.60%) Open Source
16 16 (9.04%) SDLC
17 12 (6.78%) Predictive Modelling
Programming Languages
1 73 (41.24%) Python
2 64 (36.16%) R
3 50 (28.25%) Java
4 41 (23.16%) C#
5 37 (20.90%) SQL
6 21 (11.86%) Scala
7 19 (10.73%) PHP
8 16 (9.04%) JavaScript
9 10 (5.65%) C++
10 6 (3.39%) T-SQL
11 5 (2.82%) MATLAB
12 2 (1.13%) Bash Shell
12 2 (1.13%) PowerShell
12 2 (1.13%) Shell Script
12 2 (1.13%) XPath
13 1 (0.56%) C
13 1 (0.56%) VBA
Qualifications
1 48 (27.12%) Degree
2 17 (9.60%) PhD
3 13 (7.34%) Microsoft Certification
4 12 (6.78%) ISEB
5 9 (5.08%) BC Cleared
5 9 (5.08%) Security Cleared
6 6 (3.39%) MCP
7 3 (1.69%) PMI Certification
7 3 (1.69%) PMP
8 2 (1.13%) ACCA
9 1 (0.56%) CIMA
9 1 (0.56%) MBA
Quality Assurance & Compliance
1 16 (9.04%) QA
2 15 (8.47%) Data Quality
3 11 (6.21%) GCP
4 10 (5.65%) SLA
System Software
1 5 (2.82%) HDFS
2 3 (1.69%) Apache Flume
2 3 (1.69%) Docker
Systems Management
1 4 (2.26%) Opscode Chef
1 4 (2.26%) Puppet
2 3 (1.69%) Ambari
2 3 (1.69%) Oozie
3 2 (1.13%) HP Operations Orchestration
3 2 (1.13%) Rundeck
3 2 (1.13%) Salt
4 1 (0.56%) Ansible
Vendors
1 41 (23.16%) Microsoft
2 40 (22.60%) Tableau
3 19 (10.73%) Hyperion
4 13 (7.34%) Oracle
5 8 (4.52%) Netezza
5 8 (4.52%) Teradata
6 6 (3.39%) Cloudera
6 6 (3.39%) Google
7 5 (2.82%) Hortonworks
7 5 (2.82%) MicroStrategy
7 5 (2.82%) SAP
8 4 (2.26%) Alteryx
8 4 (2.26%) IBM
8 4 (2.26%) Salesforce.com
9 3 (1.69%) GoldenSource
9 3 (1.69%) Mapinfo
9 3 (1.69%) MapR
9 3 (1.69%) Platfora
10 2 (1.13%) HP
10 2 (1.13%) Perforce
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